Automated Exam Paper Marking System for Structured Questions and Block Diagrams

被引：0

作者：

Jayawardena, R. R. A. M. P. ^{[1
]}

Thiwanthi, G. A. D. ^{[1
]}

Suriyaarachchi, P. S. ^{[1
]}

Withana, K., I ^{[1
]}

Jayawardena, C. ^{[1
]}

机构：

[1] Sri Lanka Inst Informat Technol, Fac Comp, Malabe 10115, Sri Lanka

来源：

2018 IEEE 9TH INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION FOR SUSTAINABILITY (ICIAFS' 2018) | 2018年

关键词：

Automated answer script marking; structured answers; block diagram answers; logic circuit answers; flowchart answers;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Exam paper marking has always been an exhaustive process which requires a lot of time and effort. We intend to address this issue by automating the marking of structured type questions and three diagram type questions, i.e. block diagram, logic circuit, and flowchart questions. A web-based system was developed to collect answers, mark and provide feedback to students. We investigated the application of Natural Language Processing (NLP) when marking structured questions. Graph matching using Depth-First Search (DFS) and Breadth-First Search (BFS) was employed in marking diagram type questions. The accuracy of logic circuit and flowchart diagram marking were tested by simulating and converting the diagrams into Python programs respectively. The implemented system has been made available to users as a plug-in in the opensource learning management system Moodle.

引用

页数：5

共 50 条

[1] A Knowledge Based System for Automated Assessment of Short Structured Questions
Luchoomun, Teshna
Chumroo, Muhammad
Ramnarain-Seetohul, Vidasha
PROCEEDINGS OF 2019 IEEE GLOBAL ENGINEERING EDUCATION CONFERENCE (EDUCON), 2019, : 1349 - 1352
[2] Automated marking system
Anon
Modern Machine Shop, 2001, 74 (02)
[3] Automated marking of longer computational questions in engineering subjects
Pearson, Christopher
Penna, Nigel
ASSESSMENT & EVALUATION IN HIGHER EDUCATION, 2023, 48 (07) : 915 - 925
[4] Automated analysis of exam questions according to bloom's taxonomy
Omar, Nazlia
Haris, Syahidah Sufi
Hassan, Rosilah
Arshad, Haslina
Rahmat, Masura
Zainal, Noor Faridatul Ainun
Zulkifli, Rozli
UNIVERSITI KEBANGSAAN MALAYSIA TEACHING AND LEARNING CONGRESS 2011, VOL I, 2012, 59 : 297 - 303
[5] A Systematic Approach to the Automated Marking of Short-Answer Questions
Siddiqi, Raheel
Harrison, Christopher
INMIC: 2008 INTERNATIONAL MULTITOPIC CONFERENCE, 2008, : 329 - 332
[6] Classification-driven intelligent system for automated evaluation of higher education exam paper quality
Ahmed, Hosnia M. M.
Sorour, Shaymaa E.
EDUCATION AND INFORMATION TECHNOLOGIES, 2024, 29 (15) : 19835 - 19861
[7] Automated road marking recognition system
Ziyatdinov, R. R.
Shigabiev, R. R.
Talipov, D. N.
INTERNATIONAL SCIENTIFIC-TECHNICAL CONFERENCE ON INNOVATIVE ENGINEERING TECHNOLOGIES, EQUIPMENT AND MATERIALS 2016 (ISTC-IETEM-2016), 2017, 240
[8] 2 SYSTEM OF MARKING OBJECTIVE EXAMINATION QUESTIONS
HARDEN, RMG
LEVER, R
WILSON, GM
LANCET, 1969, 1 (7584): : 40 - +
[9] Functional block diagrams and automated construction of event trees
Papazoglou, IA
RELIABILITY ENGINEERING & SYSTEM SAFETY, 1998, 61 (03) : 185 - 214
[10] Evolution of a Digital Paper Exam Grading System
Bloomfield, Aaron
2010 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE), 2010,

← 1 2 3 4 5 →